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Categorical Reparameterization with Gumbel-Softmax

3 November 2016

Papers citing "Categorical Reparameterization with Gumbel-Softmax"

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Title
Spatiotemporal Fusion in 3D CNNs: A Probabilistic View Yizhou Zhou Xiaoyan Sun Chong Luo Zhengjun Zha Wenjun Zeng 3DPC 70 20 0 10 Apr 2020
Rephrasing visual questions by specifying the entropy of the answer distribution K. Terao Toru Tamaki B. Raytchev K. Kaneda S. Satoh OOD 49 2 0 10 Apr 2020
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection Zhongzheng Ren Zhiding Yu Xiaodong Yang Xuan Li Yong Jae Lee Alex Schwing Jan Kautz WSOD 84 203 0 09 Apr 2020
Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information K. Stratos Sam Wiseman SSL DRL 21 7 0 08 Apr 2020
Generating Narrative Text in a Switching Dynamical System Noah Weber L. Shekhar Heeyoung Kwon Niranjan Balasubramanian Nathanael Chambers 105 5 0 08 Apr 2020
Capsule Networks -- A Probabilistic Perspective Lewis Smith Lisa Schut Y. Gal Mark van der Wilk OCL 31 5 0 07 Apr 2020
Guided Dialog Policy Learning without Adversarial Learning in the Loop Ziming Li Sungjin Lee Baolin Peng Jinchao Li Julia Kiseleva Maarten de Rijke Shahin Shayandeh Jianfeng Gao 125 14 0 07 Apr 2020
Networked Multi-Agent Reinforcement Learning with Emergent Communication Shubham Gupta Rishi Hazra Ambedkar Dukkipati 61 25 0 06 Apr 2020
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight Hengyi Cai Hongshen Chen Yonghao Song Cheng Zhang Xiaofang Zhao D. Yin 168 71 0 06 Apr 2020
Adding A Filter Based on The Discriminator to Improve Unconditional Text Generation Xingyuan Chen Ping Cai Peng Jin Hongjun Wang Xingyu Dai Jiajun Chen 51 2 0 05 Apr 2020
TimeGate: Conditional Gating of Segments in Long-range Activities Noureldien Hussein Mihir Jain B. Bejnordi AI4TS 115 16 0 03 Apr 2020
State Space Advanced Fuzzy Cognitive Map approach for automatic and non Invasive diagnosis of Coronary Artery Disease Ioannis D. Apostolopoulos P. Groumpos D. Apostolopoulos 11 2 0 03 Apr 2020
Neural Conditional Event Time Models Matthew M. Engelhard S. Berchuck Joshua DÁrcy Ricardo Henao 146 3 0 03 Apr 2020
Object-Centric Image Generation with Factored Depths, Locations, and Appearances Titas Anciukevicius Christoph H. Lampert Paul Henderson OCL BDL 3DV VLM 69 33 0 01 Apr 2020
Optimal Bidding Strategy without Exploration in Real-time Bidding Aritra Ghosh Saayan Mitra Somdeb Sarkhel Viswanathan Swaminathan OffRL 28 1 0 31 Mar 2020
Conditional Channel Gated Networks for Task-Aware Continual Learning Davide Abati Jakub M. Tomczak Tijmen Blankevoort Simone Calderara Rita Cucchiara B. Bejnordi CLL 102 187 0 31 Mar 2020
Information Leakage in Embedding Models Congzheng Song A. Raghunathan MIACV 96 275 0 31 Mar 2020
Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation Peng Sun Jiaxiang Wu Songyuan Li Peiwen Lin Junzhou Huang Xi Li SSeg 136 14 0 31 Mar 2020
DeepLPF: Deep Local Parametric Filters for Image Enhancement Sean J. Moran Pierre Marza Jingyu Sun Sarah Parisot Greg Slabaugh 104 196 0 31 Mar 2020
Countering Language Drift with Seeded Iterated Learning Yuchen Lu Soumye Singhal Florian Strub Olivier Pietquin Aaron Courville 118 76 0 28 Mar 2020
Gryffin: An algorithm for Bayesian optimization of categorical variables informed by expert knowledge Florian Hase Matteo Aldeghi Riley J. Hickman L. Roch Alán Aspuru-Guzik 106 111 0 26 Mar 2020
Bayesian Sparsification Methods for Deep Complex-valued Networks Ivan Nazarov Evgeny Burnaev BDL 44 0 0 25 Mar 2020
ASFD: Automatic and Scalable Face Detector Bin Zhang Jian Li Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yili Xia Wenjiang Pei Rongrong Ji CVBM 92 1 0 25 Mar 2020
Probabilistic Dual Network Architecture Search on Graphs Yiren Zhao Duo Wang Xitong Gao Robert D. Mullins Pietro Lio M. Jamnik GNN AI4CE 108 27 0 21 Mar 2020
Learning to simulate and design for structural engineering Kai-Hung Chang Chin-Yi Cheng AI4CE 87 51 0 20 Mar 2020
Efficient Bitwidth Search for Practical Mixed Precision Neural Network Yuhang Li Wei Wang Haoli Bai Ruihao Gong Xin Dong F. Yu MQ 56 21 0 17 Mar 2020
Context-dependent self-exciting point processes: models, methods, and risk bounds in high dimensions Lili Zheng Garvesh Raskutti Rebecca Willett Benjamin Mark 37 0 0 16 Mar 2020
PFPN: Continuous Control of Physically Simulated Characters using Particle Filtering Policy Network Pei Xu Ioannis Karamouzas 19 3 0 16 Mar 2020
A Simple Probabilistic Method for Deep Classification under Input-Dependent Label Noise Mark Collier Basil Mustafa Efi Kokiopoulou Rodolphe Jenatton Jesse Berent UQCV NoLa 62 0 0 15 Mar 2020
FACMAC: Factored Multi-Agent Centralised Policy Gradients Bei Peng Tabish Rashid Christian Schroeder de Witt Pierre-Alexandre Kamienny Philip Torr Wendelin Bohmer Shimon Whiteson 95 265 0 14 Mar 2020
Semi-supervised Disentanglement with Independent Vector Variational Autoencoders Bo-Kyeong Kim Sungjin Park Geon-min Kim Soo-Young Lee CML DRL 24 3 0 14 Mar 2020
Neural Generators of Sparse Local Linear Models for Achieving both Accuracy and Interpretability Yuya Yoshikawa Tomoharu Iwata 38 7 0 13 Mar 2020
MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space Xiaoyuan Yi Ruoyu Li Cheng Yang Wenhao Li Maosong Sun 45 37 0 13 Mar 2020
Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation Haiyan Yin Dingcheng Li Xu Li P. Li 86 23 0 12 Mar 2020
PONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment Sian-Yao Huang W. Chu 68 11 0 11 Mar 2020
Generating Natural Language Adversarial Examples on a Large Scale with Generative Models Yankun Ren J. Lin Siliang Tang Jun Zhou Shuang Yang Yuan Qi Xiang Ren GAN AAML SILM 65 23 0 10 Mar 2020
Learning Discrete State Abstractions With Deep Variational Inference Ondrej Biza Robert Platt Jan-Willem van de Meent Lawson L. S. Wong BDL 81 12 0 09 Mar 2020
DADA: Differentiable Automatic Data Augmentation Yonggang Li Guosheng Hu Yongtao Wang Timothy M. Hospedales N. Robertson Yongxin Yang 92 110 0 08 Mar 2020
Recommender Systems Based on Generative Adversarial Networks: A Problem-Driven Perspective Min Gao Junwei Zhang Junliang Yu Jundong Li Junhao Wen Qingyu Xiong 79 62 0 05 Mar 2020
Learning to Hash with Graph Neural Networks for Recommender Systems Qiaoyu Tan Ninghao Liu Xing Zhao Hongxia Yang Jingren Zhou Helen Zhou 163 94 0 04 Mar 2020
q-VAE for Disentangled Representation Learning and Latent Dynamical Systems Taisuke Kobayashis BDL DRL 91 18 0 04 Mar 2020
Generalized Gumbel-Softmax Gradient Estimator for Generic Discrete Random Variables Weonyoung Joo Dongjun Kim Seung-Jae Shin Il-Chul Moon 120 2 0 04 Mar 2020
VQ-DRAW: A Sequential Discrete VAE Alex Nichol BDL 45 3 0 03 Mar 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data Sebastian Lunz Yingzhen Li Andrew Fitzgibbon Nate Kushman 3DV GAN 77 54 0 28 Feb 2020
Learning in the Frequency Domain Kai Xu Minghai Qin Fei Sun Yuhao Wang Yen-kuang Chen Fengbo Ren 150 412 0 27 Feb 2020
Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation Yunhan Zhao Shu Kong Daeyun Shin Charless C. Fowlkes MDE 81 44 0 27 Feb 2020
Plannable Approximations to MDP Homomorphisms: Equivariance under Actions Elise van der Pol Thomas Kipf F. Oliehoek Max Welling 81 80 0 27 Feb 2020
Lipschitz standardization for multivariate learning Adrián Javaloy Isabel Valera 40 0 0 26 Feb 2020
Sparse Sinkhorn Attention Yi Tay Dara Bahri Liu Yang Donald Metzler Da-Cheng Juan 104 342 0 26 Feb 2020
End-to-End Entity Linking and Disambiguation leveraging Word and Knowledge Graph Embeddings R. Nedelchev Debanjan Chaudhuri Jens Lehmann Asja Fischer 32 11 0 25 Feb 2020